کتاب رایگان و آنلاین انتشارات MIT در مورد یادگیری عمیق:
An MIT Press book
Ian Goodfellow and Yoshua Bengio and Aaron Courville

The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is now complete and will remain available online for free.

deeplearningbook.org

#site #deep_learning #machine_learning
good online book for deep learning

یک کتاب خوب آنلاین برای یادگیری عمیق ماشین (deep learning)

#معرفی_کتاب

Hands-On Machine Learning with Scikit-Learn and TensorFlow

https://opensource.com/article/17/4/book-review-hands-machine-learning-scikit-learn-tensorflow

#book #deep_learning #machine_learning #Tensorflow #scikit_learn

#آموزش

How I Built a Reverse Image Search with Machine Learning and TensorFlow
[Published Jun 07, 2017]

🔗Part 1:
https://www.codementor.io/jimmfleming/how-i-built-a-reverse-image-search-with-machine-learning-and-tensorflow-part-1-8dje8gjm9

🔗Part 2:
https://www.codementor.io/jimmfleming/how-i-built-a-reverse-image-search-with-machine-learning-and-tensorflow-part-2-8lri6k4x5

#Image_Search #TensorFlow #machine_learning

#آموزش

Deep Learning With TensorFlow, Nvidia and Apache Mesos (DC/OS) (Part 1)
[Published Jun 06, 2017]


✏️Tutorial #1: Run a #TensorFlow #Docker image on your laptop and run a #Machine_Learning model with and without GPUs.
✏️Tutorial #2: Run a Tensoflow Docker image on a DC/OS #cluster with and without GPUs. See #GPU isolation and #Jupyter in action.
✏️Tutorial #3: Deploy a dynamic, #distributed TensorFlow on DC/OS from the Universe. See how TensorFlow on DC/OS dynamically consumes and releases resources on the cluster when done. Run multiple TensorFlows on the same cluster with different resource requirements.

🔗 https://dzone.com/articles/deep-learning-with-tensorflow-nvidia-and-apache-me

#deep_learning #TensorFlow #Nvidia #Apache_Mesos

#کورس #دانشگاهی
دو کورس یادگیری ماشین از دانشگاه toronto :

CSC411: Machine Learning and Data Mining (Winter 2017)
http://www.cs.toronto.edu/~guerzhoy/411/

CSC321: Introduction to Machine Learning and Neural Networks (Winter 2016)
http://www.cs.toronto.edu/~guerzhoy/321/

ویدیوهای مربوط به این دو کورس در کانال یوتیوب مدرس آن موجود است:
https://www.youtube.com/channel/UCLGWA_gS-sGcChq3D2M4jSA/videos

لازم به ذکر است از زبان #پایتون و فریم ورک #TensorFlow در این دو کورس آموزشی استفاده میشود.

#course #machine_learning #ML #video

#خبر
This inventor applied game theory to machine learning to make computers smarter.

https://www.technologyreview.com/lists/innovators-under-35/2017/inventor/ian-goodfellow/

#deep_learning #machine_learning

فرهنگ لغات گوگل برای ماشین لرنینگ و تنسرفلو:

https://developers.google.com/machine-learning/glossary/

This #glossary defines general #machine_learning terms as well as terms specific to #TensorFlow.

#خبر

13 Top Tech Skills In High Demand For 2018
https://www.forbes.com/sites/forbestechcouncil/2017/12/21/13-top-tech-skills-in-high-demand-for-2018/

1. Experience With #AI
2. Skills To Envision, Design And Develop #AR Apps
3. #Data_Science Talent
4. Mobile Application Development
5. Excellence In Cybersecurity
6. Talent For SaaS In The Cloud
7. Ability To Adapt To New Tech
8. Coding And Engineering Experience
9. Applied #Machine_Learning
10. Programming Knowledge
11. Any Skills Related To Analytics
12. Cross-Team Functionality And Communication
13. Digital Transformation

#خبر
مدل های از پیش آموزش داده شده برای توسعه گران ویندوز در نسخه بعدی ویندوز 10 قرار خواهد گرفت.

With the next release of #Windows, developers will be able to evaluate trained machine learning models locally on Windows 10 devices, allowing developers to use pre-trained models within their applications with hardware-accelerated performance by leveraging the device’s CPU or #GPU to compute evaluations for both classical #Machine_Learning algorithms and #Deep_Learning.

https://blogs.windows.com/buildingapps/2018/03/15/ifdef-windows-what-is-windows-machine-learning-and-how-to-get-started/#HZ4DopuSPaKRI8bD.97?MC=CloudDev&MC=MachLearn&MC=WebDev&MC=MSAzure&MC=Windows

معرفی #کورس
https://t.me/cvision/515
برنامه رایگان یادگیری عمیق ماکروسافت شامل 10 کورس

لینک دوره:

https://academy.microsoft.com/en-us/tracks/artificial-intelligence/


توضیحات:
سرفصل ها...
Get Started with AI
Use #Python to Work with Data
Use #Math and #Statistics Techniques
Consider Ethics for #AI
Plan and Conduct a Data Study
Build #Machine_Learning Models
Build #Deep_Learning Models
Build #Reinforcement_Learning Models
Develop Applied AI Solutions
Final Project
Microsoft Professional Program Certificate in Artificial Intelligence

از اکانت ماکروسافت شما به سایت edx متصل شده و کورس ها را رایگان در ادکس میگذرانید. در پایان در سایت ماکروسافت گواهی اتمام دوره را دریافت خواهید کرد.

📌 مدرسه زمستانه بینایی و یادگیری ماشین پژوهشگاه دانش های بنیادی (IPM)
🎓 اعطای مدرک معتبر
✅ ثبت نام برای عموم آزاد است
💯 تخفیف ویژه ثبت نام زودهنگام و گروهی
🗓 تاریخ برگزاری : 11 و 12 بهمن
⚠️ مهلت ثبت نام : 5 بهمن
#بهمن1397
#Workshop #Machine_Vision #Machine_Learning #Deep_Learning #Python #OpenCV #TensorFlow
#Tehran #IPM #Brain #SCS
evand.com/events/mvl
braineng.ipm.ac.ir
scs.ipm.ac.ir
@convent

ارائه آشنایی با پردازش تنسوری مبتنی بر رایانش ابری گوگل برای یادگیری عمیق
حضور برای عموم آزاد و رایگان است
شنبه 4 خرداد ساعت 12:15
دانشکده کامپیوتر پلی تکنیک
#خرداد1398
#Google #Colab #TPU #Machine_Learning #Deep_Learning #TensorFlow
#Tehran #AUT #CEIT